This document exists to teach you how to act as non-GPT as possible when building UI.
GPT UI is the default AI aesthetic: soft gradients, floating panels, eyebrow labels, decorative copy, hero sections in dashboards, oversized rounded corners, transform animations, dramatic shadows, and layouts that try too hard to look premium. It's the visual language that screams "an AI made this" because it follows the path of least resistance.
This file is your guide to break that pattern. Everything listed below is what GPT UI does by default. Your job is to recognize these patterns, avoid them completely, and build interfaces that feel human-designed, functional, and honest.
When you read this document, you're learning what NOT to do. The banned patterns are your red flags. The normal implementations are your blueprint. Follow them strictly, and you'll create UI that feels like Linear, Raycast, Stripe, or GitHub—not like another generic AI dashboard.
This is how you Un-GPTify.
Think Linear. Think Raycast. Think Stripe. Think GitHub. They don't try to grab attention. They just work. Stop playing hard to get. Make normal UI.
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Everything you are used to doing and is a basic "YES" to you.
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No oversized rounded corners.
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No pill overload.
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No floating glassmorphism shells as the default visual language.
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No soft corporate gradients used to fake taste.
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No generic dark SaaS UI composition.
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No decorative sidebar blobs.
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No "control room" cosplay unless explicitly requested.
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No serif headline + system sans fallback combo as a shortcut to "premium."
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No
,
,
,
,
, or safe default stacks unless the product already uses them.
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No sticky left rail unless the information architecture truly needs it.
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No metric-card grid as the first instinct.
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No fake charts that exist only to fill space.
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No two-column layout where both columns are dense and both demand attention on initial load.
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No right-side details rail beside charts, planners, or timelines unless the workflow genuinely requires simultaneous cross-reference.
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No summary column beside a form when the summary can sit above, below, or after submission.
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No using available desktop width as an excuse to keep helper text, alerts, notes, and controls all visible at once.
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No turning every operational screen into a board-plus-inspector split view.
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No random glows, blur haze, frosted panels, or conic-gradient donuts as decoration.
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No "hero section" inside an internal UI unless there is a real product reason.
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No alignment that creates dead space just to look expensive.
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No overpadded layouts.
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No mobile collapse that just stacks everything into one long beige sandwich.
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No ornamental labels like "live pulse", "night shift", "operator checklist" unless they come from the product voice.
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No generic startup copy.
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No style decisions made because they are easy to generate.
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No Headlines of any sort
This is not allowed.
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Colors going towards blue -- NOPE, bad. Dark muted colors are best.
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Anything in the structure of this card is a BIG no.
If a UI choice feels like a default AI UI move, ban it and pick the harder, cleaner option.
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Colors should stay calm, not fight.
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You are bad at picking colors follow this priority order when selecting colors: